Machine Learning Engineer - LLM, AI & Robotics

XPeng Inc.-posted about 1 month ago
Full-time • Mid Level
Santa Clara, CA
5,001-10,000 employees
Repair and Maintenance
Resume
Match Score
Upload and Match ResumeTrack Jobs with Teal

XPENG is a leading smart technology company at the forefront of innovation, integrating advanced AI and autonomous driving technologies into its vehicles, including electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. With a strong focus on intelligent mobility, XPENG is dedicated to reshaping the future of transportation through cutting-edge R&D in AI, machine learning, and smart connectivity.

  • Fine-tune the pre-trained LLM on particular use cases in Humanoid Robots and Autonomous Driving Cars, e.g. chat, API calling, etc.
  • Work on efficient LLMs (e.g. small LLMs, weight sharing, model quantization, etc.) that can be deployed locally in Robots and Cars.
  • Develop and maintain the LLM (including multi-modal LLM) training and deployment pipelines that could scale to massive production.
  • Work on efficient and effective ways to leverage large scale dataset and computational resource.
  • Explore novel ways to generate synthetic data to improve the data diversity & quality.
  • Communicate and align with different teams on product needs across the company
  • Ph.D in Computer Science or related fields.
  • Solid background in machine learning, natural language processing (NLP), computer vision, speech or data.
  • Experience in working with LLMs
  • Strong python programming skills & software development, and strong experience with any major deep learning framework.
  • Open-minded, collaborative and excellent communication skills
  • Deep understanding of language model modern architectures, 'under the hood' LLM training knowledge, quantization techniques, etc.
  • Familiarity of large language models (LLMs) relevant technologies, such as SFT, RLHF, prompt engineering, RAG, etc.
  • Record of publications, innovations or leadership.
  • A fun, supportive and engaging environment
  • Opportunity to make significant impact on transportation revolution by the means of advancing autonomous driving
  • Opportunity to work on cutting edge technologies with the top talent in the field
  • Competitive compensation package
  • Snacks, lunches, and fun activities
Track Jobs with Teal

Job Search Resources

•
AI Resume Builder
•
Machine Learning Engineer Resume Examples
•
Machine Learning Engineer Cover Letter Examples

Tools

Career Hubs

Guides

Company

© 2024 Teal Labs, Inc
Privacy PolicyTerms of Service